It makes two core contributions: First, we propose the surface area of the contributing hydrologic catchment as a new instrumental variable to estimate elasticity using a cross sectional dataset of existing micro hydropower infrastructure.
We are currently validating this method on a dataset of existing loops in order to predict missing functional loops reliably.
They eagerly offer their own global climate datasets or interpretations of existing data that run counter to the prevailing scientific narrative.
The primary advantage is that a specific experiment does not have to be designed and performed, often at great cost in time and resources, to produce a suitable dataset for degradation estimation, effectively allowing recycling of existing datasets further increasing their potential scientific value.
Given that we must accept the necessity of moving to lossy compression for archival data and the constraints on reuse that this necessarily brings, discovery of emergent properties of existing datasets, and of existing datasets in new combinations, will remain viable.
They have either generated artificial datasets using simulation techniques [ 3], or have made use of existing datasets in which missing data were then artificially created [ 4].
For example, in [1], one can find comprehensive overview of existing datasets to evaluation of cyclostationarity-based network Intrusion Detection Systems (IDSs), together with their own dataset with real traffic and up-to-date attacks.
In August this year, Public Health England, a government body, published a briefing that analysed a number of existing datasets on children's wellbeing.
The IT manifesto promises legislation on a right to government datasets, and an extension of existing efforts to publish information on issues such as local crime, education and health online.
In this paper, a comprehensive review of existing datasets is first done, making emphasis on their main shortcomings.
