Matches in SemOpenAlex for { <https://semopenalex.org/work/W4368372290> ?p ?o ?g. }
- W4368372290 abstract "Abstract Multiple stressors including global warming increasingly threaten the distribution and abundance of gorgonian forests. We built species distribution models (SDM) combined with machine learning algorithms, to compare the ecological niche of three Mediterranean gorgonian species ( Paramuricea clavata , Eunicella cavolinii and Eunicella singularis) and distribution response to climate change under the worst IPCC scenario RCP8.5. Three Machine Learning models, XGBoost, Random Forest and the K-nearest neighbour, 23 physico-chemical and 4 geophysical environmental variables were used to obtain the potential habitat suitability and future projections (2040–2050) of their distribution in the Mediterranean Sea. The global sensitivity and uncertainty analysis was used to identify the most important environmental variables shaping the habitat suitability of the species and to disentangle the interaction terms among different environmental variables. For all species, bathymetry was the main variable influencing habitat suitability, with higher interactions with silicate, salinity and concavity. In future climatic conditions, P. clavata was expected to shift its habitat suitability from lower to higher latitudes, mainly in the Adriatic Sea. For both E. cavolinii and E. singularis , a general habitat reduction was predicted. In particular, E. cavolinii was expected to reduce the occupancy area of 49% suggesting that the sensitivity of the symbiotic algae (zooxanthellae) may not be the main responsible of the corresponding susceptibility of the holobiont to thermal stresses and climate change." @default.
- W4368372290 created "2023-05-05" @default.
- W4368372290 creator A5004370111 @default.
- W4368372290 creator A5083015165 @default.
- W4368372290 date "2023-05-04" @default.
- W4368372290 modified "2023-09-25" @default.
- W4368372290 title "Modeling the effects of climate change on the habitat suitability of Mediterranean gorgonians" @default.
- W4368372290 cites W1526319989 @default.
- W4368372290 cites W1530488784 @default.
- W4368372290 cites W1555708599 @default.
- W4368372290 cites W1563389132 @default.
- W4368372290 cites W1888704678 @default.
- W4368372290 cites W1891805605 @default.
- W4368372290 cites W1898868803 @default.
- W4368372290 cites W1910582249 @default.
- W4368372290 cites W1964544230 @default.
- W4368372290 cites W1965228262 @default.
- W4368372290 cites W1965855840 @default.
- W4368372290 cites W1969126720 @default.
- W4368372290 cites W1970213158 @default.
- W4368372290 cites W1976249867 @default.
- W4368372290 cites W1981419118 @default.
- W4368372290 cites W1991038166 @default.
- W4368372290 cites W1992314843 @default.
- W4368372290 cites W1999133869 @default.
- W4368372290 cites W2001967021 @default.
- W4368372290 cites W2004765748 @default.
- W4368372290 cites W2008783538 @default.
- W4368372290 cites W2012012073 @default.
- W4368372290 cites W2013684466 @default.
- W4368372290 cites W2018040057 @default.
- W4368372290 cites W2025375994 @default.
- W4368372290 cites W2026504374 @default.
- W4368372290 cites W2028205147 @default.
- W4368372290 cites W2032796555 @default.
- W4368372290 cites W2033124635 @default.
- W4368372290 cites W2037216377 @default.
- W4368372290 cites W2037326429 @default.
- W4368372290 cites W2040815881 @default.
- W4368372290 cites W2043446899 @default.
- W4368372290 cites W2044484634 @default.
- W4368372290 cites W2051521500 @default.
- W4368372290 cites W2061565315 @default.
- W4368372290 cites W2066698792 @default.
- W4368372290 cites W2067916926 @default.
- W4368372290 cites W2079315914 @default.
- W4368372290 cites W2079411497 @default.
- W4368372290 cites W2085515376 @default.
- W4368372290 cites W2097333289 @default.
- W4368372290 cites W2097601813 @default.
- W4368372290 cites W2101331013 @default.
- W4368372290 cites W2107864104 @default.
- W4368372290 cites W2110888553 @default.
- W4368372290 cites W2112315008 @default.
- W4368372290 cites W2113965979 @default.
- W4368372290 cites W2115242188 @default.
- W4368372290 cites W2120160157 @default.
- W4368372290 cites W2122007874 @default.
- W4368372290 cites W2123337039 @default.
- W4368372290 cites W2127310700 @default.
- W4368372290 cites W2135695572 @default.
- W4368372290 cites W2143376265 @default.
- W4368372290 cites W2150850312 @default.
- W4368372290 cites W2152201282 @default.
- W4368372290 cites W2156632553 @default.
- W4368372290 cites W2168113371 @default.
- W4368372290 cites W2168134994 @default.
- W4368372290 cites W2168180567 @default.
- W4368372290 cites W2175172624 @default.
- W4368372290 cites W2255145075 @default.
- W4368372290 cites W235585800 @default.
- W4368372290 cites W2480226721 @default.
- W4368372290 cites W2542629673 @default.
- W4368372290 cites W2557114333 @default.
- W4368372290 cites W2566775566 @default.
- W4368372290 cites W2739660078 @default.
- W4368372290 cites W2743440577 @default.
- W4368372290 cites W2746485780 @default.
- W4368372290 cites W2766316236 @default.
- W4368372290 cites W2779441842 @default.
- W4368372290 cites W2799652701 @default.
- W4368372290 cites W2863322071 @default.
- W4368372290 cites W2888860257 @default.
- W4368372290 cites W292837597 @default.
- W4368372290 cites W2943945339 @default.
- W4368372290 cites W2945111167 @default.
- W4368372290 cites W2974781613 @default.
- W4368372290 cites W2988007815 @default.
- W4368372290 cites W2988652345 @default.
- W4368372290 cites W3004123923 @default.
- W4368372290 cites W3004223567 @default.
- W4368372290 cites W3092610442 @default.
- W4368372290 cites W3096155488 @default.
- W4368372290 cites W3101150805 @default.
- W4368372290 cites W3101181848 @default.
- W4368372290 cites W3102027041 @default.
- W4368372290 cites W3124428022 @default.
- W4368372290 cites W3146633080 @default.
- W4368372290 cites W3187027909 @default.
- W4368372290 cites W3201703223 @default.