AIMC Topic: Climate Change

Clear Filters Showing 141 to 150 of 187 articles

Shift in Potential Malaria Transmission Areas in India, Using the Fuzzy-Based Climate Suitability Malaria Transmission (FCSMT) Model under Changing Climatic Conditions.

International journal of environmental research and public health Sep 18, 2019
The future implications of climate change on malaria transmission at the global level have already been reported, however such evidences are scarce and limited in India. Here our study aims to assess, identify and map the potential effects of climate...
Animals Geographic Information Systems Fuzzy Logic Asia Humidity Humans Models, Statistical Malaria, Vivax Temperature Malaria, Falciparum Climate Change
View on PubMed DOI

Public Health and Epidemiology Informatics: Can Artificial Intelligence Help Future Global Challenges? An Overview of Antimicrobial Resistance and Impact of Climate Change in Disease Epidemiology.

Yearbook of medical informatics Aug 16, 2019
OBJECTIVES: To provide an oveiview of the current application of artificial intelligence (AI) in the field of public health and epidemiology, with a special focus on antimicrobial resistance and the impact of climate change in disease epidemiology. B...
Epidemiology Public Health Climate Change Humans Artificial Intelligence Informatics Anti-Bacterial Agents Drug Resistance, Bacterial
View on PubMed DOI

Using artificial neural networks to predict future dryland responses to human and climate disturbances.

Scientific reports Mar 7, 2019
Land degradation and sediment remobilisation in dryland environments is considered to be a significant global environmental problem. Given the potential for currently stabilised dune systems to reactivate under climate change and increased anthropoge...
Humans Climate Grassland Neural Networks, Computer Ecosystem Climate Change
View on PubMed DOI

Forecasting the spatiotemporal variability of soil CO emissions in sugarcane areas in southeastern Brazil using artificial neural networks.

Environmental monitoring and assessment Nov 21, 2018
Carbon dioxide (CO) is considered one of the main greenhouse effect gases and contributes significantly to global climate change. In Brazil, the agricultural areas offer an opportunity to mitigate this effect, especially with the sugarcane crop, sinc...
Environmental Monitoring Carbon Saccharum Soil Brazil Agriculture Atmosphere Greenhouse Effect Carbon Dioxide Climate Change Gases Neural Networks, Computer Forecasting
View on PubMed DOI

Predictive pollen-based biome modeling using machine learning.

PloS one Aug 23, 2018
This paper investigates suitability of supervised machine learning classification methods for classification of biomes using pollen datasets. We assign modern pollen samples from Africa and Arabia to five biome classes using a previously published Af...
Climate Change Statistics, Nonparametric Pollen Fossils Bayes Theorem Discriminant Analysis Supervised Machine Learning Support Vector Machine Models, Statistical Decision Trees Ecosystem Neural Networks, Computer Africa Algorithms Logistic Models
View on PubMed DOI

Estimating regional effects of climate change and altered land use on biosphere carbon fluxes using distributed time delay neural networks with Bayesian regularized learning.

Neural networks : the official journal of the International Neural Network Society Aug 16, 2018
The ability to accurately predict changes of the carbon and energy balance on a regional scale is of great importance for assessing the effect of land use changes on carbon sequestration under future climate conditions. Here, a suite of land cover-sp...
Atmosphere Carbon Cycle Ecological Parameter Monitoring Oregon Carbon Bayes Theorem Climate Change Neural Networks, Computer Machine Learning Models, Theoretical
View on PubMed DOI

Can China fulfill its commitment to reducing carbon dioxide emissions in the Paris Agreement? Analysis based on a back-propagation neural network.

Environmental science and pollution research international Jul 24, 2018
Due to the increasingly severe situation regarding adaptation to climate change, global attention has focused on whether China can fulfill its commitment to the Paris Agreement as the largest producer of carbon dioxide (CO) emissions. In this study, ...
Neural Networks, Computer China Air Pollution Internationality Carbon Dioxide Public Policy Climate Change
View on PubMed DOI

Artificial neural networks: Modeling tree survival and mortality in the Atlantic Forest biome in Brazil.

The Science of the total environment Jul 18, 2018
Models to predict tree survival and mortality can help to understand vegetation dynamics and to predict effects of climate change on native forests. The objective of the present study was to use Artificial Neural Networks, based on the competition in...
Ecosystem Brazil Environmental Monitoring Neural Networks, Computer Forests Trees Climate Change
View on PubMed DOI

Forecasting carbon dioxide emissions based on a hybrid of mixed data sampling regression model and back propagation neural network in the USA.

Environmental science and pollution research international Nov 16, 2017
The accurate forecast of carbon dioxide emissions is critical for policy makers to take proper measures to establish a low carbon society. This paper discusses a hybrid of the mixed data sampling (MIDAS) regression model and BP (back propagation) neu...
Regression Analysis Carbon Dioxide Neural Networks, Computer Climate Change Algorithms Forecasting United States Economic Development Models, Theoretical
View on PubMed DOI

Using fuzzy logic to determine the vulnerability of marine species to climate change.

Global change biology Sep 26, 2017
Marine species are being impacted by climate change and ocean acidification, although their level of vulnerability varies due to differences in species' sensitivity, adaptive capacity and exposure to climate hazards. Due to limited data on the biolog...
Climate Change Invertebrates Models, Biological Species Specificity Hydrogen-Ion Concentration Fisheries Animals Biodiversity Fuzzy Logic
View on PubMed DOI
Popular Topics
Recent Journals