assimilated data

USAGE SUMMARY

The phrase "assimilated data" is correct and usable in written English.
It can be used when referring to data that has been absorbed, integrated, or processed into a system or understanding. Example: "The research team analyzed the assimilated data to draw meaningful conclusions about the experiment."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

10 human-written examples

She seems to have assimilated data on a comprehensive range of issues.

The New Yorker

The terrestrial CO2 flux has about an order of magnitude larger amplitude than the oceanic flux, in good agreement with assimilated data [15].

Carbon Balance and Management

Daily UK Met Office stratospheric assimilated data for the Northern and Southern Hemispheres, accumulated for the period from 2004 to 2012 and pressure range of 1000 0.1 hPa, are used in this paper.

Advances in Space Research

Using observation and assimilated data sets, earlier studies have shown that tropical oceanic climate variability has strong impacts on the land surface temperature and soil moisture, and there is a negative correlation between oceanic and terrestrial CO2 fluxes [14, 15].

Carbon Balance and Management

The model climatology bears features consistent with earlier studies using uncoupled GCMs or assimilated data sets.

Carbon Balance and Management

Earlier studies investigated either less than 20 years of assimilated data set or historical ENSO cases in an AGCM simulation.

Carbon Balance and Management

Human-verified similar examples from authoritative sources

Similar Expressions

49 human-written examples

We are trained to be compassionate, but we are smart people who can gather and assimilate data in order to realise this path for the NHS is bad for patients.

The Guardian

This chapter discusses a method for obtaining the nonlinear Fourier transform (Riemann spectrum) of data and simulations and how to assimilate data in real time.

International Geophysics

Our work suggests the possibility of assimilating data from several sources simultaneously, to capture other types of behaviours and improving the mobility predictions.

EPJ Data Science

A novel manifold method of reconstructing dynamically evolving spatial fields is presented for assimilating data from sensor networks in integrated land surface – subsurface, oceanic/lake models.

Journal of Hydrology

This approach is based on an Extended Kalman filter algorithm that sequentially assimilates data to infer the upstream and lateral inflows at first and then the friction coefficients.

Journal of Hydrology

Expert writing Tips

Best practice

When using "assimilated data", specify the source and method of assimilation to provide context and enhance credibility.

Common error

Avoid using "assimilated data" without specifying the context or process. Ensure the term accurately reflects how the data was integrated or processed, as vague usage can diminish its impact.

Linguistic Context

The phrase "assimilated data" functions as a noun phrase, where 'assimilated' acts as an adjective modifying the noun 'data'. It indicates data that has been processed, integrated, or absorbed into a system or understanding. As noted by Ludwig, it's considered grammatically correct.

Expression frequency: Uncommon

Frequent in

Science

75%

News & Media

20%

Formal & Business

5%

Less common in

Ludwig's WRAP-UP

In summary, "assimilated data" is a grammatically sound phrase used to describe data that has been processed or integrated, primarily in scientific and technical fields. Ludwig confirms its correctness and usability. When employing this phrase, clarity regarding the assimilation process is key. Related terms include "integrated data" and "processed data". While not extremely common, its presence in reputable scientific sources underscores its validity and appropriate use. The frequent use of this term in science emphasizes its importance for describing integrated information in this field.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

integrated data

Focuses on the integration aspect, implying that data has been combined from various sources.

processed data

Highlights the transformation of raw data into a usable format.

analyzed data

Emphasizes the analytical aspect, suggesting the data has undergone scrutiny.

refined data

Suggests the data has been improved or purified for better accuracy.

transformed data

Highlights the change in form or structure of the original data.

consolidated data

Implies data from different sources has been brought together into a unified whole.

synthesized data

Emphasizes the combination of different elements into a coherent system.

evaluated data

Focuses on the data having undergone an assessment for quality and relevance.

interpreted data

Suggests the meaning or significance of the data has been determined.

modeled data

Highlights the use of data to create a model or representation of a system.

FAQs

How is "assimilated data" used in research?

"Assimilated data" is used to combine observations with models, creating a more complete and accurate representation of a system. This allows researchers to draw better conclusions and make more informed predictions.

What's the difference between "assimilated data" and "raw data"?

"Assimilated data" has been processed and integrated into a model or system, while "raw data" is unprocessed and in its original form. Assimilation involves cleaning, transforming, and combining data to make it usable.

What are some examples of "data assimilation" techniques?

Common "data assimilation" techniques include Kalman filtering, variational methods, and ensemble methods. These techniques combine observations with models to improve accuracy and reduce uncertainty.

In what fields is "assimilated data" commonly used?

"Assimilated data" is commonly used in fields such as meteorology, oceanography, and climate science, where models and observations are combined to understand and predict complex systems.