Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
specialized observations
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "specialized observations" is correct and usable in written English.
It can be used in contexts where specific, detailed, or expert observations are being referred to, often in scientific or technical discussions. Example: "The researchers conducted specialized observations to gather data on the behavior of the species in its natural habitat."
✓ Grammatically correct
Science
Encyclopedias
News & Media
Alternative expressions(4)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
2 human-written examples
The observation of prosperity and pleasure-seeking spawned a style of genre painting that developed during the Edo period into quite specialized observations of the pleasure quarters of the urban centres.
Encyclopedias
(i) There are truths, he says, which are accessible to natural reason, that is, to ordinary experience (including the specialized observations of natural scientists), insight, and reflection; and these include practical truths about good and evil, right and wrong.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
It has since been suggested that a specialized HF observation unit may be best for patient care while reducing admission rates for ADHF [ 32].
Thus, the key to understanding why certain herbivores remain specialized lies in the observation that specialization involves both behavioral and physiological adaptation [8], [11], [12].
Science
Shermer's book, "In Darwin's Sha-dow," observes that, when Wallace started out, "the study of nature and theology were two sides of the same coin," and the term "science" had yet to acquire its specialized sense of systematic observation in the natural sciences.
News & Media
The Maido-1 satellite (Nakamura and Hashimoto 2005; Kikuchi et al. 2010, 2013) is the world's first specialized satellite for lightning observation that is the predecessor project of this study.
Science
4) The patients of a specialized hospital with intensive observation are united by their particular dangerousness associated with mental disorder (aggressiveness, persistent recidivism, severe violation of hospital regimen; the LOS here exceeds 1,226 days).
Science
Given these observations and the specialized phenotype of VF mucosa, we used a previously validated rat injury model (Ling et al., 2010a; Tateya et al., 2005; Tateya et al., 2006b) and expression microarray technology to better define VF wound healing at the transcriptome level.
We have developed a new endoscopic technique that is especially amenable for observation of modern specialized intraocular lenses (IOLs).
Science
This observation illustrates how specialized clinical phenotyping tests detect phenodeviants that are beyond the scope of routine histopathology.
The first indication of a specialized pericentromeric structure was the observation using GFP-labeled centromeres, that microtubule tension at metaphase was sufficient to pull sister centromeres apart prior to separase activity and cohesin cleavage (Goshima and Yanagida 2000; He et al. 2000; Tanaka et al. 2000).
Science
Expert writing Tips
Best practice
When using "specialized observations", ensure that the context clearly indicates the specific area of expertise or specialization involved. This helps to emphasize the depth and focus of the observations.
Common error
Avoid using "specialized observations" when referring to general observations that do not require specific expertise. Instead, use more general terms like "detailed observations" or "careful observations".
Source & Trust
86%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "specialized observations" functions as a noun phrase, where "specialized" modifies "observations". It indicates that the observations are not general, but rather require specific expertise or methods. Ludwig AI confirms its correct usage in various contexts.
Frequent in
Science
60%
Encyclopedias
20%
News & Media
20%
Less common in
Formal & Business
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "specialized observations" denotes observations carried out with specific expertise and training, primarily in scientific and technical domains. Ludwig AI confirms its grammatical correctness, although its usage is relatively rare. When employing this phrase, clarity is key: ensure the context emphasizes the expertise behind the observation. Alternatives such as "expert scrutiny" or "detailed analysis" can be suitable substitutes depending on the specific shade of meaning desired. This comprehensive analysis provides writers with the tools to wield "specialized observations" with precision and confidence.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
expert scrutiny
Emphasizes a more critical and in-depth examination by someone with significant expertise.
detailed analysis
Focuses on the thorough and comprehensive nature of the analysis performed.
in-depth examination
Highlights the depth and intensity of the investigation.
focused studies
Implies a narrower scope with a specific area of concentration within the observations.
targeted investigations
Suggests a specific goal or objective guiding the investigation.
refined observations
Highlights the accuracy and precision of the observations.
precise measurements
Focuses on the quantitative aspect of the observations.
technical assessments
Emphasizes the technical or scientific nature of the assessment.
professional assessments
Highlights the formal, specialized and qualified nature of the observation.
careful inspections
Highlights the attentiveness and diligence when performing the observation.
FAQs
How can I use "specialized observations" in a sentence?
You can use "specialized observations" to describe detailed or expert observations, especially in scientific or technical contexts. For example, "The study relied on "specialized observations" of bird migration patterns".
What are some alternatives to "specialized observations"?
Alternatives include "expert scrutiny", "detailed analysis", or "in-depth examination", depending on the context and the specific nuance you want to convey.
When is it appropriate to use "specialized observations" instead of "general observations"?
"Specialized observations" should be used when the observations require specific expertise or training. If the observations are based on common knowledge or do not require specific skills, "general observations" is more appropriate.
What does "specialized observations" mean?
"Specialized observations" refers to observations that are conducted with specific expertise or training in a particular field. This implies a level of detail and insight that goes beyond what a general observer might notice.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
86%
Authority and reliability
4.3/5
Expert rating
Real-world application tested