Science Explorer Back to mapMap
Discussion

Scientific Research Methodologies and Applications

Scientific Research Methodologies and Applications is a research topic within Water Science and Technology. Science Explorer counts 887 research works in it since 1952. 10.5% of them reached the world's top 10% most cited for their field and year.

This cluster of papers focuses on water resources management, environmental monitoring, and sustainability. It covers topics such as water treatment, climate change impact on water resources and agricultural production, use of decision trees and neural networks for data analysis, sensors for remote sensing, and the application of modern technologies in environmental monitoring.

  • Water Treatment
  • Environmental Monitoring
  • Sustainability
  • Decision Trees
  • Neural Networks
  • Sensors
  • Climate Change
  • Agricultural Production
  • Remote Sensing
  • Data Analysis
Research works
887
fractional, since 1952
In the world top 10%
93
per year above
Top-10% rate
10.5%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
+39%
the tick is no change
Largest producer
Ukraine
51% of the 10 largest, 2022-now
Scientific Research Methodologies and Applications

Which countries lead Scientific Research Methodologies and Applications research?

By volume, Ukraine and Russia publish the most (183 and 81 works in 2022-now).

By volume, 2022-now

  1. 1 Ukraine 183 works
  2. 2 Russia 81 works
  3. 3 United States 23 works
  4. 4 Romania 14 works
  5. 5 India 12 works
  6. 6 China 12 works
  7. 7 Uzbekistan 11 works
  8. 8 Poland 9 works
  9. 9 ?? 6 works
  10. 10 Kazakhstan 6 works

How concentrated that is

The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.

Ukraine: 51.1%Russia: 22.7%United States: 6.3%Romania: 3.9%6 others listed: 16.0%51%largest
Ukraine183 · 51.1%Russia81 · 22.7%United States23 · 6.3%Romania14 · 3.9%6 others listed57 · 16.0%

Shares of the rows listed above, not of the whole node.

Which institutions lead Scientific Research Methodologies and Applications research?

By volume in 2022-now, National Academy of Sciences of Ukraine publishes the most Scientific Research Methodologies and Applications research, followed by Russian Academy of Sciences and National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”.

What are the most cited papers in Scientific Research Methodologies and Applications?

The most cited paper in Scientific Research Methodologies and Applications is "Introduction to Multivariate Analysis" (Jack C. Lee, C. Chatfield, Alexander J. Collins, 1983), with 1,790 citations. Next come "Structural equation models with nonnormal variables: Problems and remedies." (1,281) and "Comparison of algorithms that select features for pattern classifiers" (900).

Most cited papers
#PaperReleasedCitations
1 Introduction to Multivariate Analysis Jack C. Lee, C. Chatfield, Alexander J. Collins · Technometrics Nov 1983 1,790
2 Structural equation models with nonnormal variables: Problems and remedies. S. G. West, John F. Finch, Patrick J. Curran 1995 1,281
3 Comparison of algorithms that select features for pattern classifiers Mineichi Kudo, Jack Sklansky · Pattern Recognition 2000 900
4 On the Problem of the Most Efficient Tests of Statistical Hypotheses Jerzy Neyman, E. S. Pearson · Springer series in statistics Book chapter 1992 781
5 A GENERAL METHOD FOR STUDYING DIFFERENCES IN FACTOR MEANS AND FACTOR STRUCTURE BETWEEN GROUPS Dag Sörbom · British Journal of Mathematical and Statistical Psychology Nov 1974 680
All 102 most cited papers, with filters and sorting

Where is Scientific Research Methodologies and Applications research done?

The largest centres of Scientific Research Methodologies and Applications research in 2022-now are Kyiv (Ukraine), Moscow (Russia), Kharkiv (Ukraine) and Rivne (Ukraine). Among places with at least 20 works in it, it is an unusually large share of all research in Kyiv.

Largest cities, 2022-now

  1. 1 KyivUkraine 66 works
  2. 2 MoscowRussia 26 works
  3. 3 KharkivUkraine 16 works
  4. 4 RivneUkraine 12 works
  5. 5 DniproUkraine 11 works
  6. 6 TernopilUkraine 11 works
  7. 7 LvivUkraine 9 works
  8. 8 TashkentUzbekistan 9 works
  9. 9 WeatherfordUnited States 7 works
  10. 10 VinnytsiaUkraine 7 works

Where it is the local speciality

  1. KyivUA · 65.8 works58×
← less than its size predicts1×more →

Location quotient: how much more of its research is in Scientific Research Methodologies and Applications than the world average.

See Scientific Research Methodologies and Applications on the map

Where is the best place to study Scientific Research Methodologies and Applications?

Among universities, judged by research, National University of Water and Environmental Engineering, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” and West Ukrainian National University score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.

Excellenceshare of its work in the world top 10%, 2022-now and all time averaged
40%
Specialisationhow much of its work is in this field, counted up to 10× the world share
10%
Sizeits output in this field, on a log scale
30%
Growthoutput growth, counted from -20% to +20%
10%
Internationalshare of its work with a co-author abroad
10%
Each slider sets a weight; the share it gets of the score is beside it.

Universities only. The score blends excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.

Every institution in Scientific Research Methodologies and Applications, country by country

Is Scientific Research Methodologies and Applications research growing?

Output in 2022-2025 was 39% higher than in 2018-2021, peaking in 2025. The fastest-growing topics are Scientific Research Methodologies and Applications.

still counting19801990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Scientific Research Methodologies and Applications as a percentage of every work published that year, 0.00089% in 2024.

still counting0.0010%0.0020%0.0030%Scientific Research Methodologies and Applications0.0021% in 202519801990200020102020

Fractional works of Scientific Research Methodologies and Applications over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year.

still counting5%10%15%Scientific Research Methodologies and Applications10.5% in 20252020

Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.

Which topics inside it are moving

Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.

Discussion

Ask a question or share a note about Scientific Research Methodologies and Applications. Posts are plain text and can be reported.