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Advanced Experiment Design Strategies for Drug Development
Wang et al. analyze 592 drug development studies published between 2020 and 2024 that applied design of experiments methodologies. The review surveys both classical and emerging approaches—including Bayesian optimization and active learning—and identifies a critical gap between advanced experimental strategies and their practical adoption in ...
Fanjin Wang +3 more
wiley +1 more source
An AI‐assisted approach is introduced to decode synthesis–performance relationships in metal‐organic framework‐derived supercapacitor materials using Bayesian optimization and predictive modeling, streamlining the search for optimal energy storage properties.
David Gryc +8 more
wiley +1 more source
Predictive models successfully screen nanoparticles for toxicity and cellular uptake. Yet, complex biological dynamics and sparse, nonstandardized data limit their accuracy. The field urgently needs integrated artificial intelligence/machine learning, systems biology, and open‐access data protocols to bridge the gap between materials science and safe ...
Mariya L. Ivanova +4 more
wiley +1 more source
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Scientific American, 2013
The article looks at research on precipitation and drought in the Amazon rainforest presented by tropical ecologist Gregory Asner at the American Geophysical Union meeting in December 2012.
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The article looks at research on precipitation and drought in the Amazon rainforest presented by tropical ecologist Gregory Asner at the American Geophysical Union meeting in December 2012.
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Mapping the world's dry forests
Science, 2017Forest Ecology The extent of forest area in dryland habitats, which occupy more than 40% of Earth's land surface, is uncertain compared with that in other biomes. Bastin et al. provide a global estimate of forest extent in drylands, calculated from high-resolution satellite images covering more than 200,000 plots.
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Ecology of Tropical Dry Forest
Annual Review of Ecology and Systematics, 1986widespread, usually transitional between semidesert or savanna and moist forest. About 40% of the earth's tropical and subtropical landmass is dominated by open or closed forest. Of this, 42% is dry forest, 33% is moist forest, and only 25% is wet and rain forest (sensu Holdridge, 42; 15). We will never know the true original or potential extent of dry
P G Murphy, A E Lugo
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Restoring Caribbean dry forest
1993This paper describes a systems approach to the ecological restoration of Caribbean dry forests, in which factors that limit natural regenerative processes are identified, and ecological strategies are developed in order to remove those limitations.
Becky J. Brown, Gary J. Ray
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2017
Parched landscapes, biodiversity loss, encroaching deserts and deforestation are some of the environmental crises taking place in tropical savannas and dry forests throughout the world. To date, much research into these regions has treated humans as 'outside' or as an 'impact' only.
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Parched landscapes, biodiversity loss, encroaching deserts and deforestation are some of the environmental crises taking place in tropical savannas and dry forests throughout the world. To date, much research into these regions has treated humans as 'outside' or as an 'impact' only.
openaire +1 more source
Rainfall‐Tuned Management Facilitates Dry Forest Recovery
Restoration Ecology, 2011Regeneration of original dry forests and shrublands in degraded arid and semiarid ecosystems can be a slow and difficult process. It has been hypothesized that restoration efforts during periods of increased water availability may potentially trigger shifts back to a high vegetation cover depending on several environmental factors that govern the ...
Sitters, J. +3 more
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