Concepedia

Cross-validation For Interpolation

Cross-Validation for Interpolation is a model evaluation technique that systematically partitions spatial data into training and test subsets to assess the predictive accuracy of an interpolation method by quantifying the discrepancy between observed and predicted values at withheld locations.

29

Publications

3K

Citations

97

Authors

50

Institutions

Publications per year

2017–2026

11

Parents

Publications

29

Daily gridded meteorological variables in Brazil (1980–2013)

Alexandre Cândido Xavier, Carey W. King, Bridget R. Scanlon · International Journal of Climatology · 2015 · 589 citations

, , +17

Comparison of six methods for the interpolation of daily, European climate data

Nynke Hofstra, M. R. Haylock, Mark New et al. · Journal of Geophysical Research Atmospheres · 2008 · 398 citations · Full text

, , +17

On the use of dimensioned measures of error to evaluate the performance of spatial interpolators

C. J. Willmott, Kenji Matsuura · International Journal of Geographical Information Systems · 2006 · 278 citations

, , +14

Evaluating machine learning approaches for the interpolation of monthly air temperature at Mt. Kilimanjaro, Tanzania

Tim Appelhans, Ephraim Mwangomo, Douglas R. Hardy et al. · Spatial Statistics · 2015 · 214 citations · Full text

, , +16

Spatial Interpolation and its Uncertainty Using Automated Anisotropic Inverse Distance Weighting (IDW) - Cross-Validation/Jackknife Approach

Maciej T. Tomczak · 1998 · 199 citations

, , +17

1–5 of 29

Authors

97

  1. BM
    Blazan Mijatovic

    University of Kentucky, United States

    1 publications · 20 citations

    1

    h-index

  2. PV
    Péter Varga

    Constantine the Philosopher University in Nitra, Slovakia

    1 publications · 27 citations

    1

    h-index

  3. QH
    Qingye Hou

    China University of Geosciences (Beijing), China

    1 publications · 18 citations

    1

    h-index

  4. RA
    Rodrigo Augusto Ferreira De Souza

    Universidade do Estado do Amazonas, Brazil

    1 publications · 31 citations

    1

    h-index

  5. CB
    Christian Berndt

    GEOMAR Helmholtz Centre for Ocean Research Kiel, Germany

    1 publications · 128 citations

    1

    h-index

1–5 of 97

Institutions

50

  1. Institute of Geographic Sciences and Natural Resources Research

    Beijing, China

    2 h-index

    5 publications

    298 citations

  2. Escola Superior de Ciências da Saúde

    Brasília, Brazil

    1 h-index

    2 publications

    62 citations

  3. Xinjiang Institute of Ecology and Geography

    Ürümqi, China

    1 h-index

    2 publications

    108 citations

  4. Bureau of Economic Analysis

    Washington D.C., United States

    1 h-index

    1 publications

    589 citations

  5. Universidade do Estado do Amazonas

    Manaus, Brazil

    1 h-index

    4 publications

    124 citations

  6. Thi Qar University

    Nasiriyah, Iraq

    1 h-index

    1 publications

    28 citations

  7. Slovak Academy of Sciences

    Bratislava, Slovakia

    1 h-index

    1 publications

    146 citations

  8. University of Nigeria

    Nsukka, Nigeria

    1 h-index

    3 publications

    381 citations

1–8 of 50

Venues

  1. Journal of Geographic Information System

    2 publications · 155 citations

    2

    h-index

  2. Computers & Geosciences

    CAGEO · 2 publications · 123 citations

    2

    h-index

  3. Earth and Space Science

    2 publications · 56 citations

    2

    h-index

  4. International Journal of Climatology

    2 publications · 666 citations

    2

    h-index

  5. Anais da Academia Brasileira de Ciências

    1 publications · 31 citations

    1

    h-index

1–5