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The lack of reliable environmental data is a major challenge, the researchers said.
These tools do help planners and decision makers; however, environmental data is rarely included in them.
For predictions in ungauged basins (PUB), environmental data is generally not available and needs to be inferred by indirect means.
"It's a serious concern that we will lose this information because long-term, large-scale environmental data is very hard to come by," said Stuart Pimm, an ecologist at Duke University who submitted one of the freedom of information requests.
Context: Runtime uncertainty such as unpredictable operational environment and failure of sensors that gather environmental data is a well-known challenge for adaptive systems.
One disadvantage of using vegetation data as a substitute for environmental data is the fact that extensive floristic sampling can usually only be carried out at a plot scale within limited geographical areas.
Similar(42)
Environmental data were drawn from publicly available sources.
What's more, none of the social and environmental data being collected is publicly available, at least for now.
The environmental data were obtained through a whole year of operation for Erzurum, Turkey.
The integrity of environmental data was also in doubt, the report added, amid disputes over the impact of noise and air pollution on communities near airports.
Soil observations and environmental data were used to create digital soil maps using regression models and kriging.
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