Forecasting the Pufferfish Invasion - Items - Ecosystem Approach to Fisheries Catalogue

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Forecasting the Pufferfish Invasion

Predicting the silver-cheeked toadfish invasion of the Mediterranean Sea: An overall habitat suitability map and an effective geographical spread map for Lagocephalus sceleratus have been produced by using cloud computing-based algorithms to merge seven machine learning approaches. Further, the potential impact of the species is reported for several Mediterranean Sea subdivisions: The major fishing areas of the Food and Agriculture Organization of the United Nations, the Economic Exclusive Zones, and the subdivisions of the General Fisheries Commission for the Mediterranean Sea. The results suggest that without an intervention, L. sceleratus will continue its rapid spread and will likely have a high impact on fisheries.

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Distributions_Ann.csvCSV

Distribution of the pufferfish using Artificial Neural Networks
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Distributions_Aquamaps.csvCSV

Distribution of the pufferfish using the AquaMaps Suitable ecological niche...
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Distributions_InverseOverall - Highest ...CSV

Distribution of the pufferfish merging Artificial Neural Networks, MaxEnt,...
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Distributions_InverseOverall.csvCSV

Distribution of the pufferfish merging Artificial Neural Networks, MaxEnt,...
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Distributions_MaxEnt.csvCSV

Distribution of the pufferfish using the Maximum Entropy ecological niche model
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Distributions_MaxEnt_sel.csvCSV

Distribution of the pufferfish using the Maximum Entropy ecological niche...
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Distributions_Overall.csvCSV

Distribution of the pufferfish merging Artificial Neural Networks, MaxEnt,...
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Distributions_SVM_aqua.csvCSV

Distribution of the pufferfish using Support Vector Machines
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Distributions_SVM_maxent.csvCSV

Distribution of the pufferfish using Support Vector Machines and...
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Distributions_SVM_sel.csvCSV

Distribution of the pufferfish using Support Vector Machines and...
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Images_ANN.pngPNG

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Images_AquaMaps.pngPNG

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Images_Impact on EEZ.pngPNG

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Images_Impact on FAO Areas.pngPNG

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Images_Impact on GSA.pngPNG

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Images_InverseOverall.pngPNG

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Images_InverseOverall_Highest_Impact_Locations.pngPNG

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Images_MaxEnt.pngPNG

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Images_MaxEnt_sel.pngPNG

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Images_Overall.pngPNG

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Images_Overall_andObservations.pngPNG

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Images_Percentage of real observation ...PNG

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Images_SVM_SPREAD_ALL_VARS.pngPNG

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Images_SVM_SPREAD_MAXENT_VARS.pngPNG

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Images_SVM_SPREAD_SELECTED_VARS.pngPNG

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Images_SVM_aquamaps.pngPNG

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Images_SVM_maxent.pngPNG

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Images_SVM_sel.pngPNG

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Images_SpreadSigma2AllVar.gifGIF

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Images_SpreadSigma2SelectedMaxEnt.gifGIF

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Images_SpreadSigma2SelectedSVM.gifGIF

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Occurences_Overall_Records_in_Med_Sea.csvCSV

Occurrence records of Lagocaphalus sceleratus in the Mediterranean Sea...
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The Pufferfish Case - Detailed Presentation.pptxPPTX

Presentation of the experiment
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Item URL

http://data.d4science.org/ctlg/AlienAndInvasiveSpecies/forecasting_the_pufferfish_invasion

Additional Info

Field	Value
system:type	ResearchObject

Management Info

Field	Value
Author	Coro Gianpaolo
Maintainer	Coro Gianpaolo
Version	1
Last Updated	15 November 2018, 00:56 (CET)
Created	15 November 2018, 00:25 (CET)