Concepedia

Regression-based Temperature Forecasting

Regression-Based Temperature Forecasting is a temperature forecasting method that employs regression analysis to model the relationship between meteorological variables and temperature outcomes, distinguishing itself by using statistical or machine learning regression techniques to predict continuous temperature values from historical and environmental data.

67

Publications

3.1K

Citations

246

Authors

125

Institutions

Publications per year

2017–2026

41

Parents

Publications

67

Can air temperature be used to project influences of climate change on stream temperature?

Iván Arismendi, Mohammad Safeeq, Jason B. Dunham et al. · Environmental Research Letters · 2014 · 201 citations · Full text

, , +16

An Ensemble ELM Based on Modified AdaBoost.RT Algorithm for Predicting the Temperature of Molten Steel in Ladle Furnace

Zhizhong Mao · IEEE Transactions on Automation Science and Engineering · 2009 · 175 citations

, , +17

Research on water temperature prediction based on improved support vector regression

Quan Quan, Huang Xifeng, Jingchun Lei · Neural Computing and Applications · 2020 · 166 citations

, , +13

Comparison of linear regression and artificial neural networks models to predict heating and cooling energy demand, energy consumption and CO 2 emissions

Rafael Pino‐Mejías, Alexis Pérez-Fargallo, Carlos Rubio-Bellido et al. · Energy · 2016 · 165 citations

, , +17

Temperature prediction and TAIFEX forecasting based on fuzzy logical relationships and genetic algorithms

L. Andrew Lee, Lui Wang, Shyi‐Ming Chen · Expert Systems with Applications · 2006 · 157 citations

, , +14

1–5 of 67

Authors

246

  1. SS
    Sancho Salcedo‐Sanz

    Universidad de Alcalá, Spain

    3 publications · 269 citations

    3

    h-index

  2. FA
    Feras Al‐Obeidat

    Zayed University, United Arab Emirates

    2 publications · 67 citations

    2

    h-index

  3. YZ
    Yuan Zhang

    Chinese Research Academy of Environmental Sciences, China

    2 publications · 45 citations

    2

    h-index

  4. BS
    Bruce Spencer

    University of New Brunswick, Canada

    2 publications · 67 citations

    2

    h-index

  5. SD
    Shanshan Duan

    China University of Geosciences, China

    2 publications · 45 citations

    2

    h-index

1–5 of 246

Institutions

125

  1. Universidad de Alcalá

    Alcalá de Henares, Spain

    3 h-index

    10 publications

    847 citations

  2. Ton Duc Thang University

    Ho Chi Minh City, Vietnam

    3 h-index

    4 publications

    342 citations

  3. National Taiwan University of Science and Technology

    Taipei, Taiwan

    2 h-index

    4 publications

    528 citations

  4. Universidad de Valladolid

    Valladolid, Spain

    2 h-index

    2 publications

    58 citations

  5. University of New Brunswick

    Fredericton, Canada

    2 h-index

    2 publications

    67 citations

  6. Zayed University

    Abu Dhabi, United Arab Emirates

    2 h-index

    4 publications

    134 citations

  7. Shaanxi Provincial Meteorological Bureau

    Xi'an, China

    2 h-index

    2 publications

    39 citations

  8. Henan University of Technology

    Zhengzhou, China

    2 h-index

    6 publications

    135 citations

1–8 of 125

Venues

  1. Neural Computing and Applications

    3 publications · 299 citations

    3

    h-index

  2. Applied Sciences

    2 publications · 63 citations

    2

    h-index

  3. Expert Systems with Applications

    2 publications · 264 citations

    2

    h-index

  4. Theoretical and Applied Climatology

    2 publications · 141 citations

    2

    h-index

  5. Energy

    2 publications · 184 citations

    2

    h-index

1–5