The Impact of Climate Change on Indigenous Arabica Coffee (Coffea arabica): Predicting Future Trends and Identifying Priorities.Precise modelling of the influence of climate change on Arabica coffee is limited; there are no data available for indigenous populations of this species. In this study we ...
The shift from an industrialised to an information society, globalisation, the rise of Asia, and networking as the way to access information, goods, and services - these represent key 1990s trends that have revolutionised the world's business, work, education, and lifestyles. One man documented ...
Mega-trends: predicting the future has many guises: there's weather forecasting, betting on sport, the stock market or currencies. However, the world of business relies on more accurate forecasting to plan for possible developments. When a development's impact is likely to last for 10 years ...
One of the benefits of having a relatively large personal finance site is that I can see trends in real time. My analytics show me which articles are gaining in popularity from search and which articles are fading. Of course, I’ve still got to correctly analyze the data, but my data pr...
We find that even across different technology options CLEAR matches the observed (post-diction) constant rate-of-growth, and also fits proposed future compute-system (prediction). Therefore, we propose CLEAR to serve as a guide to quantitatively predict required compute-system demands at a given ...
In future studies, our model should undergo further evaluation on large-scale multi-institutional datasets. Conclusions In this study, we proposed a deep learning model for the long-term prediction of MCI-to-AD progression. Our model achieved superior performance compared to the state-of-the-art ...
Accepting the limitations of the study, we observed certain trends. Proteobacteria and Firmicutes were the most frequent phyla identified as predictive features (Supplementary Data 2), followed by Actinobacteria and Bacteroidetes. Among viruses, Herpesvirales were the most frequent. More microbial genera...
In contrast, most of the unstable solvents predicted by this classifier (Table SI 3) are quaternary and/or quinary mixtures with a high number of molar ratios. These trends were somewhat expected due to the chemical complexity of NADES formed by 10 molecules or more. Experimental validation of...
as well as a risk to them. Hence, financial institutions all over the world are investing and building capabilities to accurately estimate and predict financial trends to help them in their lending capabilities. Here are some trends and tools being used to understand our financial future. ...
1a). Reviewing the treated diseases and the therapeutic areas for these approved drugs provides an insightful reflection of the unmet medical needs and investments in the pharmaceutical industry across various therapeutic areas. Comparing the approvals in 2019 to those since 2014 as a function of ...