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Optimal use of Inverse Distance Weighting method for temperature prediction
2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), 2020This article presents several ways of managing input data from different perspectives and the possibilities to use them on several interpolation methods and calibration techniques applied to a given data set. These techniques have been applied in order to obtain a better estimate of the temperature in a given geographical area.
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Intelligent Optimization on Power Values for Inverse Distance Weighting
2013 International Conference on Information Science and Cloud Computing Companion, 2013As a typical spatial interpolation method in geoscience and geographic data processing, inverse distance weighting (IDW) method has a long-time standing problem which is how to choose the best power value while calculating. For the issue, this text proposes an alternative way based on enumeration and cross validation.
Zhanglin Li, Ping Wang
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Integrating data-to-data correlation into inverse distance weighting
Computational Geosciences, 2019zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Zhanglin Li +4 more
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OPTIMIZING INVERSE DISTANCE WEIGHTED INTERPOLATION WITH CROSS-VALIDATION
Soil Science, 2005Inverse distance weighted interpolation can be easily optimized with commercially available software by selecting distance exponent values that minimize cross-validation (V CROSS ) errors of prediction. The effectiveness of this approach has not been critically evaluated but is of concern because of known limitations of the V CROSS procedure.
T. G. Mueller +6 more
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Delaunay Graph Based Inverse Distance Weighting for Fast Dynamic Meshing
Communications in Computational Physics, 2017AbstractA novel mesh deformation technique is developed based on the Delaunay graph mapping method and the inverse distance weighting (IDW) interpolation. The algorithm maintains the advantages of the efficiency of Delaunay graph mapping mesh deformation while it also possesses the ability of better controlling the near surface mesh quality.
Wang, Yibin, Qin, Ning, Zhao, Ning
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Inverse 1-median problem on trees under weighted Hamming distance
Journal of Global Optimization, 2011zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Xiucui Guan, Binwu Zhang
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Inverse minimum cost flow problems under the weighted Hamming distance
European Journal of Operational Research, 2010zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Jiang, Y. W. +3 more
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Comparing ordinary kriging and inverse distance weighting for soil as pollution in Beijing
Environmental Science and Pollution Research, 2018Spatial interpolation method is the basis of soil heavy metal pollution assessment and remediation. The existing evaluation index for interpolation accuracy did not combine with actual situation. The selection of interpolation methods needs to be based on specific research purposes and research object characteristics.
Pengwei, Qiao +5 more
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Soil moisture estimation with inverse distance weighting for home agriculture applications
2018 26th Signal Processing and Communications Applications Conference (SIU), 2018The optimum level of soil moisture is important both for the plant's production activities and irrigation. The measurement of soil moisture is done by various methods. Automatic irrigation systems are designed according to the results of the measurements.
Hilal Turk, Behcet Ugur Töreyin
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